Artificial Intelligence & Machine Learning
Which term refers to a subset of data used during training to tune model parameters and prevent overfitting?
Difficulty: Medium
About this MCQ
This Medium Artificial Intelligence & Machine Learning MCQ checks one syllabus fact.
The question is: “Which term refers to a subset of data used during training to tune model parameters and prevent overfitting?”
The accepted answer is D. Validation set. Validation set is the person body or term that satisfies Which term refers to a subset of data used during training to tune model parameters and prevent overfitting option D Option A Chatbot does not match the stem it is a near-miss used to catch incomplete recall of Validation set Option B Bias-variance tradeoff does not match the stem it is a near-miss used to catch incomplete recall of Validation set Remaining alternatives Hyperparameter fall outside the same rule and should be eliminated once Validation set is identified Artificial Intelligence Machine Learning questions of this type reward precise definitions rather than approximate associations Artificial Intelligence Machine Learning recall of this distinction is a regular item in FPSC PPSC NTS and.
- A. Chatbot
Why not A: “Chatbot” is not correct. The accepted answer is D. Validation set. Validation set is the person body or term that satisfies Which term refers to a subset of data used during training to tune model parameters and prevent overfitting option D Option
- B. Bias-variance tradeoff
Why not B: “Bias-variance tradeoff” is not correct. The accepted answer is D. Validation set. Validation set is the person body or term that satisfies Which term refers to a subset of data used during training to tune model parameters and prevent overfitting option D Option
- C. Hyperparameter
Why not C: “Hyperparameter” is not correct. The accepted answer is D. Validation set. Validation set is the person body or term that satisfies Which term refers to a subset of data used during training to tune model parameters and prevent overfitting option D Option
- D. Validation set ✓
Correct answer
D. Validation set
Explanation
Validation set is the person body or term that satisfies Which term refers to a subset of data used during training to tune model parameters and prevent overfitting option D Option A Chatbot does not match the stem it is a near-miss used to catch incomplete recall of Validation set Option B Bias-variance tradeoff does not match the stem it is a near-miss used to catch incomplete recall of Validation set Remaining alternatives Hyperparameter fall outside the same rule and should be eliminated once Validation set is identified Artificial Intelligence Machine Learning questions of this type reward precise definitions rather than approximate associations Artificial Intelligence Machine Learning recall of this distinction is a regular item in FPSC PPSC NTS and.
Source: Artificial Intelligence & Machine Learning Official Reference Guide
Tags: computer science, AI, machine learning, data science
Submitted by: MCQsHub Editorial
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